{"id":6678,"date":"2026-04-22T16:55:29","date_gmt":"2026-04-22T07:55:29","guid":{"rendered":"https:\/\/www.engineer-factory.com\/media\/?p=6678"},"modified":"2026-04-22T16:58:26","modified_gmt":"2026-04-22T07:58:26","slug":"%e3%80%902026%e5%b9%b4%e6%9c%80%e6%96%b0%e3%80%91%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%81%a7%e5%8d%98%e4%be%a1%e3%81%8c%e9%ab%98%e3%81%84%e3%81%ae%e3%81%af%e3%81%a9%e3%81%ae%e9%a0%98","status":"publish","type":"post","link":"https:\/\/www.engineer-factory.com\/media\/career\/6678\/","title":{"rendered":"\u30102026\u5e74\u6700\u65b0\u3011\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u5358\u4fa1\u304c\u9ad8\u3044\u306e\u306f\u3069\u306e\u9818\u57df\uff1f\u300c\u958b\u767a\u300d\u300c\u30a4\u30f3\u30d5\u30e9\u300d\u300c\u30c6\u30b9\u30c8\u300d\u3092\u5fb9\u5e95\u6bd4\u8f03"},"content":{"rendered":"\n<p><strong><span class=\"swl-fz u-fz-l\">\u30102026\u5e74\u6700\u65b0\u30c7\u30fc\u30bf\u3011<\/span><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u5206\u6790\u5bfe\u8c61\u4ef6\u6570<br> <strong>6,813\u4ef6<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u5206\u6790\u671f\u9593<br><strong>15\u30f6\u6708<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u5e73\u5747\u5358\u4fa1<br><strong>72.2\u4e07\u5186<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">AI\u6848\u4ef6\u5358\u4fa1<br><strong>77.9\u4e07\u5186<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>IT\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u6848\u4ef6\u3092\u9078\u3076\u4e0a\u3067\u3001\u591a\u304f\u306e\u4eba\u304c\u6c17\u306b\u306a\u308b\u306e\u304c\u300c\u3069\u306e\u9818\u57df\u304c\u6700\u3082\u7a3c\u3052\u308b\u306e\u304b\u300d\u3068\u3044\u3046\u70b9\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002\u8fd1\u5e74\u3001AI\u306e\u53f0\u982d\u306b\u3088\u308a\u5e02\u5834\u306f\u5927\u304d\u304f\u5909\u5316\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u5358\u4fa1\u304c\u4e0a\u6607\u3057\u3066\u3044\u308b\u306e\u306fAI\u9818\u57df\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u958b\u767a\u30fb\u30a4\u30f3\u30d5\u30e9\u30fb\u30c6\u30b9\u30c8\u3068\u3044\u3063\u305f\u5404\u9818\u57df\u3067\u3082\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u7406\u7531\u3067\u5358\u4fa1\u3084\u9700\u8981\u304c\u5909\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u304c\u4fdd\u6709\u30c7\u30fc\u30bf\uff082025\u5e741\u6708\u301c2026\u5e743\u6708\u30016,813\u4ef6\uff09\u3092\u3082\u3068\u306b\u3001\u5168\u4f53\u306e\u5358\u4fa1\u30c8\u30ec\u30f3\u30c9\u30fb\u9818\u57df\u5225\u306e\u5358\u4fa1\u3068\u6848\u4ef6\u6570\u306e\u5909\u5316\u30fb\u9ad8\u5358\u4fa1\u6848\u4ef6\u306b\u5171\u901a\u3059\u308b\u7279\u5fb4\u3092\u6a2a\u65ad\u7684\u306b\u5206\u6790\u3057\u3001\u300c\u7d50\u5c40\u3069\u306e\u9818\u57df\u304c\u7a3c\u3052\u308b\u306e\u304b\u300d\u3092\u660e\u3089\u304b\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-style-bg_stripe\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1090\" height=\"558\" src=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp\" alt=\"\" class=\"wp-image-6584\" srcset=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp 1090w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-300x154.webp 300w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-1024x524.webp 1024w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-768x393.webp 768w\" sizes=\"(max-width: 1090px) 100vw, 1090px\" \/><\/figure>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc<\/mark><\/strong>\u3067\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6848\u4ef6\u30fb\u6c42\u4eba\u3092\u3054\u7d39\u4ecb\u3002<strong><span class=\"swl-marker mark_yellow\">\u63b2\u8f09\u4e2d\u306e\u6848\u4ef6\u306f10,000\u4ef6\u4ee5\u4e0a\u3002\u7d39\u4ecb\u3059\u308b\u6848\u4ef6\u306e\u5e73\u5747\u5e74\u5546\u306f810\u4e07\u5186\uff08\u203b2023\u5e744\u6708 \u9996\u90fd\u570f\u8fd1\u90ca\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u5bfe\u8c61\uff09\u3067\u3001\u3054\u7d4c\u9a13\u30fb\u5fd7\u5411\u306b\u5408\u3063\u305f\u6848\u4ef6\u3068\u51fa\u4f1a\u3048\u307e\u3059\u3002<\/span><\/strong><br><br>\u7c21\u5358\u306a\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u5165\u529b\u3067\u3059\u3050\u306b\u30b5\u30dd\u30fc\u30c8\u3092\u958b\u59cb\u3002\u6848\u4ef6\u306b\u304a\u56f0\u308a\u306eIT\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u65b9\u3084\u3088\u308a\u9ad8\u6761\u4ef6\u306e\u6848\u4ef6\u3068\u5de1\u308a\u5408\u3044\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u3054\u767b\u9332\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-fill u-mb-ctrl u-mb-0\"><a class=\"wp-block-button__link has-luminous-vivid-orange-background-color has-background wp-element-button\" href=\"https:\/\/www.engineer-factory.com\/freelance\/jobs?utm_source=EF_media&amp;utm_medium=post_top_cta\" style=\"border-radius:20px\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u3067\u4eca\u3059\u3050\u6848\u4ef6\u3092\u898b\u3066\u307f\u308b<\/strong><\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div id=\"rtoc-mokuji-wrapper\" class=\"rtoc-mokuji-content frame2 preset1 animation-fade rtoc_open default\" data-id=\"6678\" data-theme=\"SWELL CHILD\">\n\t\t\t<div id=\"rtoc-mokuji-title\" class=\"rtoc_btn_none rtoc_left\">\n\t\t\t\n\t\t\t<span>\u3053\u306e\u8a18\u4e8b\u306e\u76ee\u6b21<\/span>\n\t\t\t<\/div><ol class=\"rtoc-mokuji decimal_ol level-1\"><li class=\"rtoc-item\"><a href=\"#rtoc-1\">\u30a8\u30f3\u30b8\u30cb\u30a2\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u5168\u4f53\u7684\u306b\u4e0a\u304c\u3063\u3066\u3044\u308b\u306e\u304b\uff1f<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-2\">\u958b\u767a\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u3069\u3046\u5909\u5316\u3057\u3066\u3044\u308b\u306e\u304b<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-3\">\u30a4\u30f3\u30d5\u30e9\u6848\u4ef6\u306f\u306a\u305c\u5358\u4fa1\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u306e\u304b<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-4\">\u30c6\u30b9\u30c8\u30fbQA\u9818\u57df\u3082\u306a\u305c\u5897\u3048\u3066\u3044\u308b\u306e\u304b<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-5\">\u7d50\u5c40\u3069\u306e\u9818\u57df\u304c\u4e00\u756a\u7a3c\u3052\u308b\u306e\u304b\uff1f<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-6\">\u5358\u4fa1\u3092\u4e0a\u3052\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u53d6\u308b\u3079\u304d\u6226\u7565<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-7\">\u30d5\u30ea\uff0d\u30e9\u30f3\u30b9\u306e\u6848\u4ef6\u3092\u63a2\u3059\u306a\u3089\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u300d<\/a><\/li><li class=\"rtoc-item\"><a href=\"#rtoc-8\">\u307e\u3068\u3081<\/a><\/li><\/ol><\/div><h2 id=\"rtoc-1\"  class=\"wp-block-heading\">\u30a8\u30f3\u30b8\u30cb\u30a2\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u5168\u4f53\u7684\u306b\u4e0a\u304c\u3063\u3066\u3044\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5168\u4f53\u30c8\u30ec\u30f3\u30c9\uff1a\u7de9\u3084\u304b\u306a\u4e0a\u6607\u3068\u300c\u4e8c\u6975\u5316\u300d\u304c\u540c\u6642\u9032\u884c<\/h3>\n\n\n\n<p>\u7d50\u8ad6\u304b\u3089\u8a00\u3048\u3070\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u5168\u4f53\u3068\u3057\u3066\u4e0a\u6607\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u4e00\u5f8b\u306b\u300c\u5168\u90e8\u4e0a\u304c\u3063\u3066\u3044\u308b\u300d\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u30b9\u30ad\u30eb\u30fb\u9818\u57df\u306b\u3088\u3063\u3066\u660e\u78ba\u306a\u683c\u5dee\u304c\u751f\u3058\u3066\u3044\u308b\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u6642\u671f<\/strong><\/td><td><strong>\u5e73\u5747\u5358\u4fa1<\/strong><\/td><td><strong>\u4e2d\u592e\u5024\u5358\u4fa1<\/strong><\/td><td><strong>\u5909\u5316\u306e\u50be\u5411<\/strong><\/td><\/tr><\/thead><tbody><tr><td>2025\u5e741\u6708<\/td><td>72.1\u4e07\u5186<\/td><td>68.0\u4e07\u5186<\/td><td>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3<\/td><\/tr><tr><td>2025\u5e744\u6708<\/td><td>70.0\u4e07\u5186<\/td><td>65.0\u4e07\u5186<\/td><td>\u4e00\u6642\u8abf\u6574<\/td><\/tr><tr><td>2025\u5e747\u6708<\/td><td>70.7\u4e07\u5186<\/td><td>66.0\u4e07\u5186<\/td><td>\u6a2a\u3070\u3044<\/td><\/tr><tr><td>2025\u5e7410\u6708<\/td><td>72.2\u4e07\u5186<\/td><td>66.0\u4e07\u5186<\/td><td>\u56de\u5fa9<\/td><\/tr><tr><td>2026\u5e741\u6708<\/td><td>70.3\u4e07\u5186<\/td><td>66.0\u4e07\u5186<\/td><td>\u5b89\u5b9a<\/td><\/tr><tr><td><strong>2026<\/strong><strong>\u5e743\u6708<\/strong><\/td><td><strong>76.4<\/strong><strong>\u4e07\u5186<\/strong><\/td><td><strong>70.5<\/strong><strong>\u4e07\u5186<\/strong><\/td><td><strong>\u4e0a\u6607\u52a0\u901f<\/strong><\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><em>\u51fa\u5178\uff1a\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u4fdd\u6709\u6848\u4ef6\u30c7\u30fc\u30bf<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u5e73\u5747\u5358\u4fa1\u306f2026\u5e743\u6708\u306b76.4\u4e07\u5186\uff08\u524d\u5e74\u6bd4+4.3\u4e07\u5186\uff09\u307e\u3067\u4e0a\u6607\u3002\u4e2d\u592e\u5024\u308270.5\u4e07\u5186\u3068\u3001\u76f4\u8fd11\u5e74\u9593\u3067\u7d042.5\u4e07\u5186\u306e\u4e0a\u6607\u304c\u898b\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0a\u6607\u306e\u88cf\u306b\u3042\u308b\u4e8c\u6975\u5316\u69cb\u9020<\/h3>\n\n\n\n<p>\u5168\u4f53\u306e\u5e73\u5747\u304c\u4e0a\u304c\u308b\u4e00\u65b9\u3001\u5358\u4fa1\u5e2f\u5225\u306e\u5206\u5e03\u306b\u3082\u91cd\u8981\u306a\u5909\u5316\u304c\u8d77\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u5358\u4fa1\u5e2f<\/strong><\/td><td><strong>\u524d\u534a\uff082025\u5e74\u524d\u534a\uff09<\/strong><\/td><td><strong>\u5f8c\u534a\uff082025\u5e74\u5f8c\u534a\u301c\uff09<\/strong><\/td><td><strong>\u5909\u5316<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>100<\/strong><strong>\u4e07\u5186\u4ee5\u4e0a<\/strong><\/td><td><strong>8.8%<\/strong><\/td><td><strong>12.7%<\/strong><\/td><td><strong>\u25b2 +3.9pp<\/strong><\/td><\/tr><tr><td>80\u301c100\u4e07\u5186<\/td><td>19.9%<\/td><td>17.4%<\/td><td>\u25bc -2.5pp<\/td><\/tr><tr><td>60\u301c70\u4e07\u5186<\/td><td>28.0%<\/td><td>27.1%<\/td><td>\u2192 \u6a2a\u3070\u3044<\/td><\/tr><tr><td>50\u4e07\u5186\u672a\u6e80<\/td><td>6.0%<\/td><td>5.0%<\/td><td>\u25bc -1.0pp<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u30dc\u30ea\u30e5\u30fc\u30e0\u30be\u30fc\u30f3\u3067\u3042\u308b\u300c\u6848\u4ef6\u5358\u4fa160\u301c70\u4e07\u5186\u5e2f\u300d\u306f\u6a2a\u3070\u3044\u3092\u7dad\u6301\u3057\u3064\u3064\u3082\u3001100\u4e07\u5186\u8d85\u306e\u9ad8\u5358\u4fa1\u6848\u4ef6\u304c3.9\u30dd\u30a4\u30f3\u30c8\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u300c\u4e0a\u304c\u3063\u3066\u3044\u308b\u4eba\u306f\u3088\u308a\u4e0a\u304c\u308b\u300d\u3068\u3044\u3046\u4e0a\u4f38\u578b\u306e\u4e8c\u6975\u5316\u304c\u9032\u3093\u3067\u3044\u308b\u69cb\u56f3\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5358\u4fa1\u4e0a\u6607\u3092\u5f15\u304d\u8d77\u3053\u3057\u3066\u3044\u308b\u80cc\u666f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4eba\u6750\u306e\u5e0c\u5c11\u6027\uff1aDX\u3084AI\u6d3b\u7528\u63a8\u9032\u306b\u3088\u308a\u9700\u8981\u304c\u6025\u5897\u3059\u308b\u4e00\u65b9\u3001\u5bfe\u5fdc\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d76\u5bfe\u6570\u306f\u4e0d\u8db3<\/li>\n\n\n\n<li>\u5373\u6226\u529b\u30cb\u30fc\u30ba\u306e\u5f37\u307e\u308a\uff1a\u7814\u4fee\u524d\u63d0\u3067\u306f\u306a\u304f\u7d4c\u9a13\u8005\u3078\u306e\u76f4\u63a5\u767a\u6ce8\u304c\u4e3b\u6d41\u306b<\/li>\n\n\n\n<li>\u30b9\u30ad\u30eb\u306e\u9ad8\u5ea6\u5316\uff1a\u5358\u7d14\u5b9f\u88c5\u304b\u3089\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30fb\u4e0a\u6d41\u5de5\u7a0b\u3078\u306e\u30b7\u30d5\u30c8\u304c\u52a0\u901f<\/li>\n<\/ul>\n\n\n\n<h2 id=\"rtoc-2\"  class=\"wp-block-heading\">\u958b\u767a\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u3069\u3046\u5909\u5316\u3057\u3066\u3044\u308b\u306e\u304b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u958b\u767a\u6848\u4ef6\u306e\u5b9f\u614b\uff1a\u300c\u8a00\u8a9e\u30fb\u6280\u8853\u30b9\u30bf\u30c3\u30af\u300d\u3067\u5358\u4fa1\u306f\u5927\u304d\u304f\u5909\u5316<\/h3>\n\n\n\n<p>\u958b\u767a\u6848\u4ef6\u3092\u4e00\u62ec\u308a\u306b\u3059\u308b\u306e\u306f\u5371\u967a\u3067\u3059\u3002\u540c\u3058\u300c\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u958b\u767a\u300d\u3067\u3082\u3001\u4f7f\u7528\u8a00\u8a9e\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u30fb\u62c5\u5f53\u30d5\u30a7\u30fc\u30ba\u306b\u3088\u3063\u3066\u5358\u4fa1\u306f\u5927\u304d\u304f\u7570\u306a\u3063\u3066\u304d\u307e\u3059\u3002\u5f53\u793e\u4fdd\u6709\u306e\u6848\u4ef6\u3067\u3082\u3001\u8a00\u8a9e\u5225\u306e\u69cb\u6210\u6bd4\u5909\u5316\u3092\u898b\u308b\u3068\u3001\u660e\u78ba\u306b\u300c\u4f38\u3073\u3066\u3044\u308b\u6280\u8853\u300d\u3068\u300c\u9000\u6f6e\u3057\u3066\u3044\u308b\u6280\u8853\u300d\u304c\u898b\u3048\u3066\u304f\u308b\u306e\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td><strong>\u8a00\u8a9e\/FW<\/strong><\/td><td><strong>\u524d\u534a<\/strong><\/td><td><strong>\u5f8c\u534a<\/strong><\/td><td><strong>\u5909\u5316<\/strong><\/td><td><strong>\u50be\u5411<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Python<\/strong><\/td><td>8.6%<\/td><td>11.3%<\/td><td>\u25b2 +2.8pp<\/td><td>AI\/\u30c7\u30fc\u30bf\u9700\u8981\u3067\u4f38\u9577<\/td><\/tr><tr><td><strong>Java<\/strong><\/td><td>17.4%<\/td><td>18.9%<\/td><td>\u25b2 +1.6pp<\/td><td>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u57fa\u76e4\u3067\u5b89\u5b9a\u6210\u9577<\/td><\/tr><tr><td>TypeScript<\/td><td>10.7%<\/td><td>11.2%<\/td><td>\u2192<\/td><td>\u5b89\u5b9a\u9700\u8981<\/td><\/tr><tr><td>JavaScript<\/td><td>9.7%<\/td><td>10.1%<\/td><td>\u2192<\/td><td>\u5b89\u5b9a<\/td><\/tr><tr><td>PHP<\/td><td>7.7%<\/td><td>5.0%<\/td><td>\u25bc -2.7pp<\/td><td>\u660e\u78ba\u306a\u6e1b\u5c11\u30c8\u30ec\u30f3\u30c9<\/td><\/tr><tr><td>Ruby<\/td><td>3.4%<\/td><td>2.0%<\/td><td>\u25bc -1.4pp<\/td><td>\u6e1b\u5c11\u50be\u5411<\/td><\/tr><tr><td>Laravel<\/td><td>4.1%<\/td><td>2.5%<\/td><td>\u25bc -1.6pp<\/td><td>PHP\u3068\u9023\u52d5\u3057\u3066\u9000\u6f6e<\/td><\/tr><tr><td>Rails<\/td><td>2.8%<\/td><td>1.6%<\/td><td>\u25bc -1.2pp<\/td><td>\u6e1b\u5c11\u50be\u5411<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><em>\u51fa\u5178\uff1a\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u4fdd\u6709\u6848\u4ef6\u30c7\u30fc\u30bf<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u5358\u4fa1\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u958b\u767a\u9818\u57df<\/h3>\n\n\n\n<p>\u958b\u767a\u6848\u4ef6\u306e\u4e2d\u3067\u7279\u306b\u5358\u4fa1\u4e0a\u6607\u304c\u9855\u8457\u306a\u306e\u306f\u4ee5\u4e0b\u306e3\u9818\u57df\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u9023\u643a\u7cfb\u958b\u767a\uff08\u751f\u6210AI\/LLM\u5b9f\u88c5\uff09\uff1aAI\u6848\u4ef6\u306e\u5e73\u5747\u5358\u4fa1\u306f77.9\u4e07\u5186\u3067\u3001\u975eAI\u958b\u767a\u6848\u4ef6\u306e71.6\u4e07\u5186\u3088\u308a\u67086\u4e07\u5186\u4ee5\u4e0a\u9ad8\u3044\u3002Python\u3068Azure\/AWS\u306e\u4e21\u65b9\u3092\u6271\u3048\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u7279\u306b\u5f15\u304d\u5408\u3044\u304c\u5f37\u3044\u3002<\/li>\n\n\n\n<li>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\uff08Java\/Python\uff09\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7cfb\u306eJava\u306f\u5b89\u5b9a\u3057\u305f\u9ad8\u5358\u4fa1\u304c\u7d9a\u304d\u3001Python\u306f\u30c7\u30fc\u30bf\u51e6\u7406\u30fbETL\u7cfb\u3067\u3082\u9700\u8981\u304c\u62e1\u5927\u3002<\/li>\n\n\n\n<li>\u4e0a\u6d41\u5de5\u7a0b\u3042\u308a\uff08\u8a2d\u8a08\u30fb\u8981\u4ef6\u5b9a\u7fa9\uff09\uff1a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u307f\u304b\u3089\u8981\u4ef6\u5b9a\u7fa9\uff08+1.5pp\uff09\u30fb\u57fa\u672c\u8a2d\u8a08\uff08+1.3pp\uff09\u3092\u62c5\u3048\u308b\u4eba\u6750\u3078\u306e\u30cb\u30fc\u30ba\u304c\u5897\u52a0\u3002\u540c\u3058\u8a00\u8a9e\u3067\u3082\u4e0a\u6d41\u306b\u95a2\u308f\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u5358\u4fa1\u306b\u5dee\u304c\u3064\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f38\u3073\u60a9\u3080\u958b\u767a\u9818\u57df\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p>\u4e00\u65b9\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u3092\u6301\u3064\u6848\u4ef6\u306f\u5358\u4fa1\u304c\u4f38\u3073\u306b\u304f\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30e2\u30c7\u30a3\u30c6\u30a3\u5316\u3057\u305f\u30b9\u30ad\u30eb\uff1aPHP\u3084Ruby\u306f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08Laravel\/Rails\uff09\u3082\u542b\u3081\u3066\u9700\u8981\u304c\u6e1b\u5c11\u3002AI\u81ea\u52d5\u751f\u6210\u30c4\u30fc\u30eb\u3068\u306e\u7af6\u5408\u3082\u5f71\u97ff\u3057\u3001\u300c\u666e\u901a\u306b\u66f8\u3051\u308b\u3060\u3051\u300d\u306e\u4fa1\u5024\u306f\u4f4e\u4e0b\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4fdd\u5b88\u30fb\u904b\u7528\u4e2d\u5fc3\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\uff1a\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u7dad\u6301\u306b\u7559\u307e\u308a\u3001\u8a2d\u8a08\u3084\u6539\u5584\u63d0\u6848\u306b\u95a2\u4e0e\u3067\u304d\u306a\u3044\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u5358\u4fa1\u304c\u4e0a\u304c\u308a\u306b\u304f\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"is-style-big_icon_point\"><strong>\u958b\u767a\u6848\u4ef6\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><br>\u30fbPython\u306f\u30c7\u30fc\u30bf\u00d7AI\u9700\u8981\u3067\u660e\u78ba\u306b\u4f38\u9577\u4e2d\u3002\u7fd2\u5f97\u30b3\u30b9\u30c8\u306b\u898b\u5408\u3046\u30ea\u30bf\u30fc\u30f3\u3042\u308a<br>\u30fbPHP\u3084Ruby\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u307f\u3067\u306f\u5358\u4fa1\u5411\u4e0a\u304c\u56f0\u96e3\u3002\u4e0a\u6d41\u30b9\u30ad\u30eb\u306e\u53d6\u5f97\u304c\u6253\u958b\u7b56 <br>\u30fb\u300c\u4f55\u306e\u8a00\u8a9e\u304b\u300d\u3088\u308a\u3082\u300c\u3069\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u95a2\u308f\u308c\u308b\u304b\u300d\u304c\u5358\u4fa1\u3092\u5de6\u53f3\u3059\u308b<\/p>\n\n\n\n<h2 id=\"rtoc-3\"  class=\"wp-block-heading\">\u30a4\u30f3\u30d5\u30e9\u6848\u4ef6\u306f\u306a\u305c\u5358\u4fa1\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u306e\u304b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a4\u30f3\u30d5\u30e9\u306f\u4eca\u3001\u6700\u3082\u6848\u4ef6\u304c\u5897\u3048\u3066\u3044\u308b\u9818\u57df<\/h3>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e2d\u3067\u30a4\u30f3\u30d5\u30e9\u3092\u300c\u5730\u5473\u306a\u9818\u57df\u300d\u3068\u6349\u3048\u3066\u3044\u308b\u4eba\u306f\u591a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3057\u304b\u3057\u30c7\u30fc\u30bf\u306f\u5168\u304f\u7570\u306a\u308b\u73fe\u5b9f\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u5f79\u5272\u5225\u306e\u6848\u4ef6\u69cb\u6210\u6bd4\u3092\u898b\u308b\u3068\u3001\u30a4\u30f3\u30d5\u30e9\u6848\u4ef6\u306f2025\u5e74\u524d\u534a\u306e37.5%\u304b\u3089\u5f8c\u534a\u306b\u306f50.9%\u3078\u3068\u300113.4\u30dd\u30a4\u30f3\u30c8\u3082\u5897\u52a0\u3057\u305f\u3002\u3053\u308c\u306f\u5168\u9818\u57df\u306e\u4e2d\u3067\u6700\u5927\u306e\u4f38\u3073\u5e45\u306b\u306a\u308b\u90e8\u5206\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td><strong>\u30af\u30e9\u30a6\u30c9\/\u30a4\u30f3\u30d5\u30e9\u6280\u8853<\/strong><\/td><td><strong>\u524d\u534a<\/strong><\/td><td><strong>\u5f8c\u534a<\/strong><\/td><td><strong>\u5909\u5316<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>AWS<\/strong><\/td><td><strong>17.1%<\/strong><\/td><td><strong>23.7%<\/strong><\/td><td><strong>\u25b2 +6.6pp<\/strong><\/td><\/tr><tr><td><strong>Azure<\/strong><\/td><td><strong>4.3%<\/strong><\/td><td><strong>8.6%<\/strong><\/td><td><strong>\u25b2 +4.2pp<\/strong><strong>\uff08\u500d\u5897\uff09<\/strong><\/td><\/tr><tr><td>Terraform<\/td><td>2.9%<\/td><td>4.4%<\/td><td>\u25b2 +1.5pp<\/td><\/tr><tr><td>Docker<\/td><td>4.5%<\/td><td>5.5%<\/td><td>\u25b2 +1.0pp<\/td><\/tr><tr><td>GCP<\/td><td>4.1%<\/td><td>4.5%<\/td><td>\u2192<\/td><\/tr><tr><td>Kubernetes<\/td><td>1.5%<\/td><td>1.7%<\/td><td>\u2192<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u7279\u7b46\u3059\u3079\u304d\u306fAzure\u306e\u6025\u4f38\u3002\u524d\u534a4.3%\u304b\u3089\u5f8c\u534a8.6%\u3078\u3068\u307b\u307c\u500d\u5897\u3002Azure OpenAI\u3092\u6d3b\u7528\u3057\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u5c0e\u5165\u306e\u5897\u52a0\u304c\u3001Azure\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9700\u8981\u3092\u62bc\u3057\u4e0a\u3052\u3066\u3044\u307e\u3059\u3002AWS\u308217.1%\u219223.7%\uff08+6.6pp\uff09\u3068\u7740\u5b9f\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u306a\u305c\u30a4\u30f3\u30d5\u30e9\u306e\u5358\u4fa1\u306f\u4e0a\u6607\u3057\u3066\u3044\u308b\u306e\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c5e\u4eba\u6027\u306e\u9ad8\u3055\uff1a\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3084SRE\u5bfe\u5fdc\u306f\u7d4c\u9a13\u306b\u5f37\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8aad\u3081\u3070\u8ab0\u3067\u3082\u3067\u304d\u308b\u9818\u57df\u3067\u306f\u306a\u3044\u305f\u3081\u3001AI\u3067\u3082\u4ee3\u66ff\u3057\u306b\u304f\u3044\u306e\u304c\u8981\u56e0\u3067\u3059\u3002<\/li>\n\n\n\n<li>AI\u30a4\u30f3\u30d5\u30e9\u9700\u8981\u306e\u62e1\u5927\uff1a\u751f\u6210AI\u3092\u5b9f\u904b\u7528\u306b\u4e57\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u9ad8\u8ca0\u8377\u51e6\u7406\u30fb\u30c7\u30fc\u30bf\u57fa\u76e4\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u5fdc\u3092\u517c\u306d\u5099\u3048\u305f\u30a4\u30f3\u30d5\u30e9\u304c\u5fc5\u8981\u3002AI\u30d6\u30fc\u30e0\u306e\u6069\u6075\u304c\u76f4\u6483\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u904b\u7528\u304b\u3089\u8a2d\u8a08\u30fb\u6700\u9069\u5316\u3078\u306e\u30b7\u30d5\u30c8\uff1a\u300c\u3068\u308a\u3042\u3048\u305a\u52d5\u304b\u3059\u300d\u304b\u3089\u300c\u30b3\u30b9\u30c8\u6700\u9069\u5316\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u8a2d\u8a08\u300d\u307e\u3067\u6c42\u3081\u3089\u308c\u308b\u9818\u57df\u304c\u5e83\u304c\u308a\u3001\u9ad8\u30b9\u30ad\u30eb\u4eba\u6750\u3078\u306e\u5831\u916c\u304c\u4e0a\u6607\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u9808\u30b9\u30ad\u30eb\u306e\u5897\u52a0TOP5\u306b\u3082\u300c\u30a4\u30f3\u30d5\u30e9\u7cfb\u300d\u304c\u30e9\u30f3\u30af\u30a4\u30f3<\/h3>\n\n\n\n<p>\u6848\u4ef6\u8981\u4ef6\u306e\u30b9\u30ad\u30eb\u5909\u5316\u3092\u898b\u308b\u3068\u3001\u5897\u52a0TOP5\u306bAI\u95a2\u9023\uff08+2.3pp\uff09\u306b\u6b21\u3044\u3067\u8981\u4ef6\u5b9a\u7fa9\uff08+1.7pp\uff09\u30fbPMO\uff08+1.5pp\uff09\u30fb\u57fa\u672c\u8a2d\u8a08\uff08+1.3pp\uff09\u304c\u7d9a\u304d\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u3092\u8a2d\u8a08\u30ec\u30d9\u30eb\u3067\u6271\u3048\u308b\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-big_icon_point\">\u30fb\u6848\u4ef6\u6570\u306e\u5897\u52a0\u5e45\u306f\u5168\u9818\u57df\u30c8\u30c3\u30d7\uff08+13.4pp\uff09<br>\u30fbAzure\u306fAI\u6848\u4ef6\u3068\u306e\u9023\u52d5\u3067\u307b\u307c\u500d\u5897\u3002Azure\u00d7AI\u306e\u8907\u5408\u30b9\u30ad\u30eb\u306f\u9ad8\u5358\u4fa1\u7dad\u6301\u306e\u738b\u9053 <br>\u30fb\u300c\u904b\u7528\u76e3\u8996\u300d\u304b\u3089\u300c\u8a2d\u8a08\u30fb\u30b3\u30b9\u30c8\u6700\u9069\u5316\u300d\u306b\u30b7\u30d5\u30c8\u3067\u304d\u308b\u304b\u304c\u5358\u4fa1\u306e\u5206\u5c90\u70b9<\/p>\n\n\n\n<h2 id=\"rtoc-4\"  class=\"wp-block-heading\">\u30c6\u30b9\u30c8\u30fbQA\u9818\u57df\u3082\u306a\u305c\u5897\u3048\u3066\u3044\u308b\u306e\u304b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u30c6\u30b9\u30c8\uff1d\u4f4e\u5358\u4fa1\u300d\u306f\u904e\u53bb\u306e\u8a71\u306b\u306a\u308a\u3064\u3064\u3042\u308b<\/h3>\n\n\n\n<p>\u30c6\u30b9\u30c8\u3084QA\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e2d\u3067\u3082\u5358\u4fa1\u304c\u4f4e\u3044\u9818\u57df\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3092\u6301\u305f\u308c\u3084\u3059\u3044\u3002\u3057\u304b\u3057\u3053\u30531\u5e74\u306e\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u8a8d\u8b58\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u8feb\u3063\u3066\u3044\u307e\u3059\u3002\u30c6\u30b9\u30c8\/QA\u6848\u4ef6\u306e\u69cb\u6210\u6bd4\u306f\u30012025\u5e74\u524d\u534a\u306e33.8%\u304b\u3089\u5f8c\u534a\u306b\u306f42.8%\u3078\u30689.0\u30dd\u30a4\u30f3\u30c8\u5897\u52a0\u3057\u305f\u3002\u6848\u4ef6\u8981\u4ef6\u306e\u5909\u5316\u3092\u898b\u3066\u3082\u3001\u30c6\u30b9\u30c8\u306b\u95a2\u3059\u308b\u8981\u4ef6\u304c\u524d\u534a\u306e29.4%\u304b\u3089\u5f8c\u534a34.2%\u3078\u5897\u52a0\uff08+4.8pp\uff09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td><strong>\u6307\u6a19<\/strong><\/td><td><strong>\u524d\u534a<\/strong><\/td><td><strong>\u5f8c\u534a<\/strong><\/td><td><strong>\u5909\u5316<\/strong><\/td><\/tr><\/thead><tbody><tr><td>\u30c6\u30b9\u30c8\/QA\u6848\u4ef6\u69cb\u6210\u6bd4<\/td><td>33.8%<\/td><td>42.8%<\/td><td>\u25b2 +9.0pp<\/td><\/tr><tr><td>\u6848\u4ef6\u8981\u4ef6\u300c\u30c6\u30b9\u30c8\u300d<\/td><td>29.4%<\/td><td>34.2%<\/td><td>\u25b2 +4.8pp<\/td><\/tr><tr><td>\u6848\u4ef6\u8981\u4ef6\u300c\u4fdd\u5b88\/\u904b\u7528\u300d<\/td><td>40.6%<\/td><td>44.1%<\/td><td>\u25b2 +3.5pp<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u306a\u305c\u30c6\u30b9\u30c8\u30fbQA\u9700\u8981\u304c\u5897\u3048\u3066\u3044\u308b\u306e\u304b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI\u30b7\u30b9\u30c6\u30e0\u306e\u54c1\u8cea\u4fdd\u8a3c\u30cb\u30fc\u30ba\uff1a\u751f\u6210AI\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30b7\u30b9\u30c6\u30e0\u306e\u52d5\u4f5c\u306f\u78ba\u7387\u7684\u3067\u975e\u6c7a\u5b9a\u7684\u3002\u5f93\u6765\u306e\u5358\u7d14\u306a\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u5b9f\u884c\u3067\u306f\u54c1\u8cea\u3092\u62c5\u4fdd\u3067\u304d\u305a\u3001AI\u30c6\u30b9\u30c8\u8a2d\u8a08\u30fb\u8a55\u4fa1\u304c\u3067\u304d\u308b\u5c02\u9580\u5bb6\u306e\u9700\u8981\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b7\u30b9\u30c6\u30e0\u306e\u8907\u96d1\u5316\uff1a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30fb\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u5316\u304c\u9032\u3080\u307b\u3069\u3001\u30c6\u30b9\u30c8\u8a2d\u8a08\u306e\u96e3\u6613\u5ea6\u304c\u4e0a\u304c\u308b\u3002\u81ea\u52d5\u30c6\u30b9\u30c8\u57fa\u76e4\u306e\u69cb\u7bc9\u307e\u3067\u62c5\u3048\u308bQA\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5e0c\u5c11\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30ea\u30ea\u30fc\u30b9\u30b5\u30a4\u30af\u30eb\u306e\u52a0\u901f\uff1aCI\/CD\u306e\u666e\u53ca\u306b\u3088\u308a\u300c\u5e38\u306b\u30ea\u30ea\u30fc\u30b9\u53ef\u80fd\u306a\u72b6\u614b\u300d\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u3078\u306e\u8981\u6c42\u304c\u9ad8\u307e\u308a\u3001QA\u306e\u5f79\u5272\u306f\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306b\u308f\u305f\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0a\u6d41\u306b\u884c\u304f\u307b\u3069\u9ad8\u5358\u4fa1\u306b\u306a\u308b\u69cb\u9020<\/h3>\n\n\n\n<p>\u30c6\u30b9\u30c8\/QA\u6848\u4ef6\u306e\u5358\u4fa1\u306f\u958b\u767a\u6848\u4ef6\u3088\u308a\u3082\u5168\u4f53\u3068\u3057\u3066\u4f4e\u3081\u3067\u3059\u304c\u3001\u300c\u30c6\u30b9\u30c8\u8a2d\u8a08\u30fb\u6226\u7565\u7acb\u6848\u300d\u300c\u54c1\u8cea\u57fa\u6e96\u306e\u7b56\u5b9a\u300d\u300c\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\u57fa\u76e4\u69cb\u7bc9\u300d\u306a\u3069\u4e0a\u6d41\u306b\u95a2\u308f\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u306f\u5358\u4fa1\u304c\u5927\u304d\u304f\u4e0a\u6607\u3057\u307e\u3059\u3002 \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e2d\u5fc3\u6848\u4ef6\u304c\u5168\u4f53\u3067-11.2pp\u3082\u6e1b\u5c11\u3059\u308b\u4e2d\u3067\u3001\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\u3084QA\u8a2d\u8a08\u304c\u3067\u304d\u308b\u4eba\u6750\u306f\u660e\u78ba\u306b\u4e0d\u8db3\u3057\u3066\u3044\u307e\u3059<\/p>\n\n\n\n<p class=\"is-style-big_icon_point\"><strong>\u30c6\u30b9\u30c8\/QA\u6848\u4ef6\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><br>\u30fb\u6848\u4ef6\u6570\u306e\u4f38\u3073\u5e45\u306f+9.0pp\u3068\u958b\u767a\u9818\u57df\u306e\u6e1b\u5c11\u3092\u5927\u304d\u304f\u4e0a\u56de\u308b<br>\u30fbAI\u30b7\u30b9\u30c6\u30e0\u306e\u30c6\u30b9\u30c8\u8a2d\u8a08\u30fb\u8a55\u4fa1\u30b9\u30ad\u30eb\u306f\u9700\u7d66\u30ae\u30e3\u30c3\u30d7\u304c\u6700\u3082\u5927\u304d\u3044\u9818\u57df\u306e\u3072\u3068\u3064<br> \u30fb\u300c\u30c6\u30b9\u30c8\u5b9f\u884c\u300d\u306b\u7559\u307e\u3089\u305a\u300c\u8a2d\u8a08\u30fb\u81ea\u52d5\u5316\u300d\u306b\u8e0f\u307f\u8fbc\u3081\u308b\u304b\u304c\u5358\u4fa1\u306e\u5206\u5c90\u70b9<\/p>\n\n\n\n<h2 id=\"rtoc-5\"  class=\"wp-block-heading\">\u7d50\u5c40\u3069\u306e\u9818\u57df\u304c\u4e00\u756a\u7a3c\u3052\u308b\u306e\u304b\uff1f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u9818\u57df\u5225\u5358\u4fa1\u306e\u5e8f\u5217<\/h3>\n\n\n\n<p>\u4eca\u56de\u306e\u5206\u6790\u30c7\u30fc\u30bf\u3092\u7dcf\u5408\u3059\u308b\u3068\u3001\u5358\u4fa1\u306e\u9ad8\u3055\u306f\u4ee5\u4e0b\u306e\u9806\u3067\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td><strong>\u9806\u4f4d<\/strong><\/td><td><strong>\u9818\u57df\u30fb\u30dd\u30b8\u30b7\u30e7\u30f3<\/strong><\/td><td><strong>\u76ee\u5b89\u5358\u4fa1<\/strong><\/td><td><strong>\u7279\u5fb4<\/strong><\/td><\/tr><\/thead><tbody><tr><td>1\u4f4d<\/td><td>AI\u5c02\u9580\uff08\u751f\u6210AI\/LLM\u30a8\u30f3\u30b8\u30cb\u30a2\uff09<\/td><td>77\u4e07\u5186\u301c\uff08\u6700\u9ad8208\u4e07\u5186\uff09<\/td><td>\u5e0c\u5c11\u6027\u00d7\u96e3\u6613\u5ea6\u3067\u6700\u9ad8\u6c34\u6e96<\/td><\/tr><tr><td>2\u4f4d<\/td><td>\u30a4\u30f3\u30d5\u30e9\u4e0a\u6d41\uff08\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u30fbSRE\uff09<\/td><td>75\u301c100\u4e07\u5186\u8d85<\/td><td>AI\u6848\u4ef6\u9023\u52d5\u3067\u6025\u4e0a\u6607\u4e2d<\/td><\/tr><tr><td>3\u4f4d<\/td><td>\u958b\u767a\u4e0a\u6d41\uff08\u8a2d\u8a08\u30fb\u8981\u4ef6\u5b9a\u7fa9\u3042\u308a\uff09<\/td><td>70\u301c90\u4e07\u5186<\/td><td>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u307f\u3088\u308a+10\u301c20\u4e07\u5186<\/td><\/tr><tr><td>4\u4f4d<\/td><td>\u30c6\u30b9\u30c8\u4e0a\u6d41\uff08QA\u8a2d\u8a08\u30fb\u81ea\u52d5\u5316\uff09<\/td><td>65\u301c80\u4e07\u5186<\/td><td>\u4f9b\u7d66\u4e0d\u8db3\u3067\u5358\u4fa1\u4e0a\u6607\u50be\u5411<\/td><\/tr><tr><td>5\u4f4d<\/td><td>\u958b\u767a\u4e2d\u5fc3\uff08\u30e2\u30c0\u30f3\u6280\u8853\uff09<\/td><td>65\u301c80\u4e07\u5186<\/td><td>\u8a00\u8a9e\u30fbFW\u3067\u5dee\u5927<\/td><\/tr><tr><td>6\u4f4d<\/td><td>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e2d\u5fc3\uff08\u30ec\u30ac\u30b7\u30fc\u7cfb\uff09<\/td><td>50\u301c65\u4e07\u5186<\/td><td>AI\u4ee3\u66ff\u30ea\u30b9\u30af\u3042\u308a\u3001\u9700\u8981\u6e1b\u5c11\u4e2d<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\"><em>\u203b\u6848\u4ef6\u5358\u4fa1\u306f\u76ee\u5b89\u3067\u3059\u3002\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u30fb\u7d4c\u9a13\u5e74\u6570\u30fb\u7a3c\u50cd\u5f62\u614b\u306b\u3088\u308a\u5909\u52d5\u3057\u307e\u3059<\/em><\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ad8\u5358\u4fa1\u6848\u4ef6\u306b\u5171\u901a\u3059\u308b4\u3064\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p>\u5358\u4fa1\u306e\u9ad8\u4f4e\u3092\u5de6\u53f3\u3059\u308b\u306e\u306f\u300c\u9818\u57df\u300d\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3069\u306e\u9818\u57df\u3067\u3042\u308c\u3001\u4ee5\u4e0b\u306e4\u3064\u306e\u7279\u5fb4\u3092\u6301\u3064\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u9ad8\u5358\u4fa1\u306b\u306a\u308a\u3084\u3059\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><td> <\/td><td><strong>\u7279\u5fb4<\/strong><\/td><td><strong>\u5177\u4f53\u4f8b<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>1<\/strong><\/td><td><strong>\u6280\u8853\u96e3\u6613\u5ea6\u304c\u9ad8\u3044<\/strong><\/td><td>LLM\u5b9f\u88c5\u30fbRAG\u69cb\u7bc9\u30fb\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u306a\u3069\u3001\u7d4c\u9a13\u304c\u306a\u3044\u3068\u5bfe\u5fdc\u3067\u304d\u306a\u3044\u9818\u57df<\/td><\/tr><tr><td><strong>2<\/strong><\/td><td><strong>\u30d3\u30b8\u30cd\u30b9\u306b\u76f4\u7d50\u3057\u3066\u3044\u308b<\/strong><\/td><td>\u58f2\u4e0a\u30fb\u30b3\u30b9\u30c8\u30fb\u54c1\u8cea\u306b\u76f4\u63a5\u5f71\u97ff\u3059\u308b\u6848\u4ef6\uff08AI\u5b9f\u88c5\u30fb\u57fa\u5e79\u7cfb\u30fb\u91d1\u878d\u7cfb\u306a\u3069\uff09<\/td><\/tr><tr><td><strong>3<\/strong><\/td><td><strong>\u4ee3\u66ff\u304c\u52b9\u304b\u306a\u3044<\/strong><\/td><td>\u5c5e\u4eba\u6027\u304c\u9ad8\u304f\u3001AI\u3084\u5225\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u306b\u304f\u3044\u5c02\u9580\u6027<\/td><\/tr><tr><td><strong>4<\/strong><\/td><td><strong>\u4e0a\u6d41\u5de5\u7a0b\u306b\u95a2\u308f\u308b<\/strong><\/td><td>\u8981\u4ef6\u5b9a\u7fa9\u30fb\u8a2d\u8a08\u30fbPM\/PMO\u30fb\u5c0e\u5165\u652f\u63f4\u306a\u3069\u3001\u5b9f\u88c5\u3060\u3051\u3067\u306a\u304f\u610f\u601d\u6c7a\u5b9a\u306b\u8fd1\u3044\u30dd\u30b8\u30b7\u30e7\u30f3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"rtoc-6\"  class=\"wp-block-heading\">\u5358\u4fa1\u3092\u4e0a\u3052\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u53d6\u308b\u3079\u304d\u6226\u7565<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\">\u6226\u7565\u2460\uff1a\u9ad8\u5358\u4fa1\u9818\u57df\u306b\u30b7\u30d5\u30c8\u3059\u308b<\/h4>\n\n\n\n<p>\u6700\u3082\u76f4\u63a5\u7684\u306a\u65b9\u6cd5\u306f\u3001\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\u9818\u57df\u306b\u30b9\u30ad\u30eb\u3092\u79fb\u3059\u3053\u3068\u3067\u3059\u3002\u7279\u306b\u5373\u52b9\u6027\u304c\u9ad8\u3044\u306e\u306f\u4ee5\u4e0b\u306e3\u3064\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u751f\u6210AI\/LLM\u5b9f\u88c5\uff08Python + Azure\/AWS OpenAI\uff09\uff1aAI\u6848\u4ef6\u306e\u5e73\u5747\u5358\u4fa1\u306f\u5168\u4f53\u5e73\u5747\u3088\u308a\u7d046\u4e07\u5186\u9ad8\u304f\u3001\u4f9b\u7d66\u4e0d\u8db3\u304c\u7d9a\u3044\u3066\u3044\u308b\u3002LLM\u306eAPI\u3092\u4f7f\u3063\u305f\u5b9f\u88c5\u7d4c\u9a13\u304c1\u301c2\u4ef6\u3042\u308b\u3060\u3051\u3067\u3082\u5e02\u5834\u4fa1\u5024\u306f\u5927\u304d\u304f\u5909\u308f\u308b\u3002<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\uff08\u7279\u306bAzure\uff09\uff1aAzure\u6848\u4ef6\u306f\u307b\u307c\u500d\u5897\u3002Azure\u8a8d\u5b9a\u8cc7\u683c\u306e\u53d6\u5f97\uff0bAI\u6848\u4ef6\u3078\u306e\u53c2\u753b\u5b9f\u7e3e\u304c\u3042\u308c\u3070\u3001\u9ad8\u5358\u4fa1\u5e2f\u3078\u306e\u53c2\u5165\u304c\u73fe\u5b9f\u7684\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u30c6\u30b9\u30c8\u81ea\u52d5\u5316\u30fbQA\u8a2d\u8a08\uff1a\u4f9b\u7d66\u304c\u6700\u3082\u8584\u3044\u9818\u57df\u306e\u3072\u3068\u3064\u3002Playwright\u30fbSelenium\u30fbk6\u306a\u3069\u306e\u81ea\u52d5\u5316\u30c4\u30fc\u30eb\u3068\u54c1\u8cea\u8a2d\u8a08\u306e\u4e21\u65b9\u3092\u6271\u3048\u308b\u4eba\u6750\u306f\u5f15\u304d\u5408\u3044\u304c\u5f37\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6226\u7565\u2461\uff1a\u4eca\u306e\u30b9\u30ad\u30eb\u3092\u6a2a\u306b\u4f38\u3070\u3059<\/h4>\n\n\n\n<p>\u5927\u5e45\u306a\u30ad\u30e3\u30ea\u30a2\u30c1\u30a7\u30f3\u30b8\u304c\u96e3\u3057\u3044\u5834\u5408\u3067\u3082\u3001\u65e2\u5b58\u30b9\u30ad\u30eb\u306e\u300c\u639b\u3051\u7b97\u300d\u3067\u5358\u4fa1\u5411\u4e0a\u3092\u72d9\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u958b\u767a \u00d7 \u30c7\u30fc\u30bf\u51e6\u7406\uff1a\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u304cSQL\u3084Python\uff08pandas\/SQLAlchemy\uff09\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u7cfb\u6848\u4ef6\u30fbETL\u6848\u4ef6\u3078\u306e\u53c2\u753b\u304c\u53ef\u80fd\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30d5\u30e9 \u00d7 \u81ea\u52d5\u5316\u30fbIaC\uff1a\u30b5\u30fc\u30d0\u30fc\u904b\u7528\u7d4c\u9a13\u8005\u304cTerraform\u30fbAnsible\u30fbCI\/CD\u3092\u7fd2\u5f97\u3059\u308b\u3053\u3068\u3067\u3001\u8a2d\u8a08\u30ec\u30a4\u30e4\u30fc\u306e\u6848\u4ef6\u306b\u6607\u683c\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li>\u958b\u767a \u00d7 AI\u9023\u643a\uff1a\u65e2\u5b58\u8a00\u8a9e\uff08Java\/TypeScript\u7b49\uff09\u3067LLM API\u9023\u643a\u306e\u5b9f\u88c5\u7d4c\u9a13\u3092\u7a4d\u3080\u3053\u3068\u3067\u3001AI\u6848\u4ef6\u306e\u300c\u5c1a\u53ef\u30b9\u30ad\u30eb\u300d\u304b\u3089\u300c\u5fc5\u9808\u30b9\u30ad\u30eb\u300d\u6301\u3061\u306b\u30b7\u30d5\u30c8\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6226\u7565\u2462\uff1a\u4e0a\u6d41\u5de5\u7a0b\u306b\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u4e0a\u3052\u308b<\/h4>\n\n\n\n<p>\u30c7\u30fc\u30bf\u304c\u793a\u3059\u6700\u3082\u78ba\u5b9f\u306a\u5358\u4fa1\u5411\u4e0a\u30d1\u30bf\u30fc\u30f3\u306f\u300c\u4e0a\u6d41\u5de5\u7a0b\u3078\u306e\u30b7\u30d5\u30c8\u300d\u3067\u3059\u3002\u6848\u4ef6\u8981\u4ef6\u306e\u4e2d\u3067PjM\/\u30ea\u30fc\u30c0\u30fc\/\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\uff08+4.6pp\uff09\u30fb\u4e0a\u6d41\u5de5\u7a0b\u7d4c\u9a13\uff08+3.2pp\uff09\u30fb\u8981\u4ef6\u5b9a\u7fa9\uff08+1.5pp\uff09\u306e\u9700\u8981\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5b9f\u529b\u304c\u3042\u308b\u4eba\u307b\u3069\u3001\u8a2d\u8a08\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fb\u8981\u4ef6\u5b9a\u7fa9\u306b\u8e0f\u307f\u51fa\u3059\u3053\u3068\u304c\u5358\u4fa1\u306e\u5929\u4e95\u3092\u5f15\u304d\u4e0a\u3052\u308b\u8fd1\u9053\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8981\u4ef6\u5b9a\u7fa9\u30fb\u57fa\u672c\u8a2d\u8a08\uff1a\u6280\u8853\u7684\u80cc\u666f\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4e0a\u6d41\u306b\u95a2\u4e0e\u3059\u308b\u3053\u3068\u3078\u306e\u9700\u8981\u304c\u660e\u78ba\u306b\u5897\u52a0<\/li>\n\n\n\n<li>\u30c6\u30c3\u30af\u30ea\u30fc\u30c9\u30fbPjM\uff1a\u30c1\u30fc\u30e0\u3092\u307e\u3068\u3081\u306a\u304c\u3089\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5224\u65ad\u304c\u3067\u304d\u308b\u4eba\u6750\u306f\u4f9b\u7d66\u4e0d\u8db3<\/li>\n\n\n\n<li>AI\u5c0e\u5165\u652f\u63f4\u30fb\u30b3\u30f3\u30b5\u30eb\uff1a\u6280\u8853\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u6a4b\u6e21\u3057\u304c\u3067\u304d\u308b\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u5358\u4fa1\u306e\u4e0a\u9650\u304c\u307b\u307c\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<h2 id=\"rtoc-7\"  class=\"wp-block-heading\">\u30d5\u30ea\uff0d\u30e9\u30f3\u30b9\u306e\u6848\u4ef6\u3092\u63a2\u3059\u306a\u3089\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u300d<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized u-mb-ctrl u-mb-5\"><img decoding=\"async\" width=\"1090\" height=\"558\" src=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp\" alt=\"\" class=\"wp-image-6584\" style=\"width:852px;height:auto\" srcset=\"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV.webp 1090w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-300x154.webp 300w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-1024x524.webp 1024w, https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2025\/01\/KV-768x393.webp 768w\" sizes=\"(max-width: 1090px) 100vw, 1090px\" \/><\/figure>\n\n\n\n<p>\u30a8\u30f3\u30b8\u30cb\u30a2\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306f\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u6700\u9069\u306a\u6848\u4ef6\u3092\u3054\u7d39\u4ecb\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u516c\u958b\u6848\u4ef6\u306f7,000\u4ef6\u4ee5\u4e0a\u3001IT\u696d\u754c\u5c02\u9580\u6b7416\u5e74\u306e\u5b9f\u7e3e\u3092\u8a87\u308a\u300180%\u4ee5\u4e0a\u306e\u65b9\u304c\u30a8\u30f3\u30b8\u30cb\u30a2\u6b7410\u5e74\u4ee5\u4e0a\u3068\u3001\u7d4c\u9a13\u8c4a\u5bcc\u306a\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u9078\u3070\u308c\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001<strong><span class=\"swl-marker 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class=\"wp-block-table\"><table><thead><tr><td><strong>\u30c6\u30fc\u30de<\/strong><\/td><td><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/td><\/tr><\/thead><tbody><tr><td>\u5168\u4f53\u5358\u4fa1<\/td><td>\u4e0a\u6607\u50be\u5411\uff0872.1\u4e07\u5186\u219276.4\u4e07\u5186\uff09\u3002\u305f\u3060\u3057\u4e8c\u6975\u5316\u304c\u540c\u6642\u9032\u884c<\/td><\/tr><tr><td>AI\u958b\u767a\u6848\u4ef6<\/td><td>\u5e73\u5747+6\u4e07\u5186\u306e\u30d7\u30ec\u30df\u30a2\u30e0\u3002\u4f9b\u7d66\u4e0d\u8db3\u304c\u7d9a\u304d\u5f53\u9762\u306f\u9ad8\u5358\u4fa1\u7dad\u6301<\/td><\/tr><tr><td>\u30a4\u30f3\u30d5\u30e9\u6848\u4ef6<\/td><td>\u5897\u52a0\u5e45\u30c8\u30c3\u30d7\uff08+13.4pp\uff09\u3002Azure\u304c\u307b\u307c\u500d\u5897\u3057\u6700\u6ce8\u76ee\u9818\u57df<\/td><\/tr><tr><td>\u30c6\u30b9\u30c8\/QA\u6848\u4ef6<\/td><td>+9.0pp\u306e\u6025\u5897\u3002\u4e0a\u6d41\u30fb\u81ea\u52d5\u5316\u3067\u958b\u767a\u4ee5\u4e0a\u306e\u5358\u4fa1\u3082\u53ef\u80fd\u306b<\/td><\/tr><tr><td>\u5171\u901a\u3059\u308b\u9ad8\u5358\u4fa1\u306e\u6761\u4ef6<\/td><td>\u6280\u8853\u96e3\u6613\u5ea6\u30fb\u30d3\u30b8\u30cd\u30b9\u76f4\u7d50\u30fb\u4ee3\u66ff\u56f0\u96e3\u30fb\u4e0a\u6d41\u95a2\u4e0e\u306e4\u6761\u4ef6<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u300cAI\u9818\u57df\u3060\u3051\u304c\u7a3c\u3052\u308b\u300d\u3068\u3044\u3046\u898b\u65b9\u306f\u4e00\u9762\u7684\u3067\u3059\u3002<br>\u30a4\u30f3\u30d5\u30e9\u3082QA\u3082\u3001\u305d\u3057\u3066\u958b\u767a\u3082\u3001\u300c\u3069\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u30fb\u3069\u306e\u30b9\u30ad\u30eb\u306e\u639b\u3051\u7b97\u3067\u53c2\u753b\u3059\u308b\u304b\u300d\u306b\u3088\u3063\u3066\u5358\u4fa1\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u9818\u57df\u306e\u9078\u629e\u3088\u308a\u3082\u3001\u81ea\u5206\u306e\u5f37\u307f\u3092\u3069\u3046\u5e02\u5834\u30cb\u30fc\u30ba\u3068\u639b\u3051\u5408\u308f\u305b\u308b\u304b\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u30102026\u5e74\u6700\u65b0\u30c7\u30fc\u30bf\u3011 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[&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":6697,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[2],"tags":[98,37,34,35,45],"class_list":["post-6678","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career","tag-it","tag-37","tag-34","tag-35","tag-45"],"aioseo_notices":[],"thumbnail_url":"https:\/\/www.engineer-factory.com\/media\/wp-content\/uploads\/2026\/04\/EF_AI\u8a18\u4e8b003-300x157.webp","_links":{"self":[{"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/posts\/6678","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/comments?post=6678"}],"version-history":[{"count":19,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/posts\/6678\/revisions"}],"predecessor-version":[{"id":6701,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/posts\/6678\/revisions\/6701"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/media\/6697"}],"wp:attachment":[{"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/media?parent=6678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/categories?post=6678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.engineer-factory.com\/media\/wp-json\/wp\/v2\/tags?post=6678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}